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Description:: Queuing systems are one of the most prominent technological evolution in today's digital world. Data centers and cloud networks operated by large companies like Microsoft, …
Year:: 2019
Contributor:: Chandak, Rajita (creator); Ramanan, Kavita (thesis advisor); Harrison, Matthew (reader); Brown University. Applied Mathematics (sponsor)
Genre:: theses
Subject:: Queuing theory; Queuing theory--Simulation methods; Martingales (Mathematics); Limit theorems (Probability theory)
Language:: English
Collection:: Applied Mathematics; Theses and Dissertations

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Description:: Large-scale cloud networks and data centers operate in distributed parallel queue systems, rather than maintaining a centralized queue. Since demand patterns vary depending on time …
Year:: 2019
Contributor:: Sohan, Misha Wei (creator); Ramanan, Kavita (thesis advisor); Harrison, Matthew (reader); Brown University. Applied Mathematics (sponsor)
Genre:: theses
Subject:: Queuing theory
Language:: English
Collection:: Applied Mathematics; Theses and Dissertations

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Description:: Finite-state interacting Markov chains are a well-studied class of stochastic processes on networks that have been used to model diverse phenomena, such as gas particles …
Year:: 2019
Contributor:: Sudijono, Timothy (creator); Ramanan, Kavita (thesis advisor); Wang, Hui (reader); Brown University. Applied Mathematics (sponsor)
Genre:: theses
Subject:: Stochastic processes--Computer simulation; Conditional expectations (Mathematics); Graphical modeling (Statistics)
Language:: English
Collection:: Applied Mathematics; Theses and Dissertations

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